Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 331 |
| Missing cells | 20 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 35.7 KiB |
| Average record size in memory | 110.4 B |
Variable types
| Numeric | 8 |
|---|
prior_insutruction_reporting_frequency is highly overall correlated with prior_insutruction_reporting_frequency_scaled_by_max and 2 other fields | High correlation |
prior_insutruction_reporting_frequency_scaled_by_max is highly overall correlated with prior_insutruction_reporting_frequency and 2 other fields | High correlation |
unique_practice_questions_answered is highly overall correlated with prior_insutruction_reporting_frequency and 2 other fields | High correlation |
unique_practice_questions_answered_scaled_by_max is highly overall correlated with prior_insutruction_reporting_frequency and 2 other fields | High correlation |
proportion_of_prior_insutrction has 20 (6.0%) missing values | Missing |
user_id has unique values | Unique |
prior_insutruction_reporting_frequency has 20 (6.0%) zeros | Zeros |
proportion_of_prior_insutrction has 118 (35.6%) zeros | Zeros |
prior_insutruction_reporting_frequency_scaled_by_max has 20 (6.0%) zeros | Zeros |
exam_points has 4 (1.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-15 18:30:47.033905 |
|---|---|
| Analysis finished | 2024-09-15 18:30:56.560601 |
| Duration | 9.53 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
user_id
Real number (ℝ)
UNIQUE 
| Distinct | 331 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46800.384 |
| Minimum | 257 |
|---|---|
| Maximum | 69968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 257 |
|---|---|
| 5-th percentile | 11522.5 |
| Q1 | 32484.5 |
| median | 56118 |
| Q3 | 60575 |
| 95-th percentile | 66229 |
| Maximum | 69968 |
| Range | 69711 |
| Interquartile range (IQR) | 28090.5 |
Descriptive statistics
| Standard deviation | 17681.555 |
|---|---|
| Coefficient of variation (CV) | 0.3778079 |
| Kurtosis | -0.56023674 |
| Mean | 46800.384 |
| Median Absolute Deviation (MAD) | 8580 |
| Skewness | -0.76235969 |
| Sum | 15490927 |
| Variance | 3.1263737 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42930 | 1 | 0.3% |
| 58618 | 1 | 0.3% |
| 59561 | 1 | 0.3% |
| 59019 | 1 | 0.3% |
| 59566 | 1 | 0.3% |
| 15297 | 1 | 0.3% |
| 59435 | 1 | 0.3% |
| 11486 | 1 | 0.3% |
| 58148 | 1 | 0.3% |
| 11559 | 1 | 0.3% |
| Other values (321) | 321 |
| Value | Count | Frequency (%) |
| 257 | 1 | |
| 427 | 1 | |
| 586 | 1 | |
| 4124 | 1 | |
| 4653 | 1 | |
| 5549 | 1 | |
| 7604 | 1 | |
| 7751 | 1 | |
| 8167 | 1 | |
| 8887 | 1 |
| Value | Count | Frequency (%) |
| 69968 | 1 | |
| 69833 | 1 | |
| 69067 | 1 | |
| 69042 | 1 | |
| 68851 | 1 | |
| 68836 | 1 | |
| 68668 | 1 | |
| 68592 | 1 | |
| 68529 | 1 | |
| 68415 | 1 |
prior_insutruction_reporting_frequency
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.087613 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 20 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13 |
| median | 16 |
| Q3 | 16 |
| 95-th percentile | 16 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.2813162 |
|---|---|
| Coefficient of variation (CV) | 0.40353547 |
| Kurtosis | 0.77811678 |
| Mean | 13.087613 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.5466829 |
| Sum | 4332 |
| Variance | 27.892301 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 16 | 229 | |
| 0 | 20 | 6.0% |
| 15 | 17 | 5.1% |
| 3 | 12 | 3.6% |
| 7 | 6 | 1.8% |
| 8 | 6 | 1.8% |
| 9 | 5 | 1.5% |
| 5 | 5 | 1.5% |
| 4 | 5 | 1.5% |
| 1 | 5 | 1.5% |
| Other values (7) | 21 | 6.3% |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 5 | 1.5% |
| 2 | 3 | 0.9% |
| 3 | 12 | |
| 4 | 5 | 1.5% |
| 5 | 5 | 1.5% |
| 6 | 4 | 1.2% |
| 7 | 6 | 1.8% |
| 8 | 6 | 1.8% |
| 9 | 5 | 1.5% |
| Value | Count | Frequency (%) |
| 16 | 229 | |
| 15 | 17 | 5.1% |
| 14 | 1 | 0.3% |
| 13 | 2 | 0.6% |
| 12 | 4 | 1.2% |
| 11 | 4 | 1.2% |
| 10 | 3 | 0.9% |
| 9 | 5 | 1.5% |
| 8 | 6 | 1.8% |
| 7 | 6 | 1.8% |
proportion_of_prior_insutrction
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 37 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 20 |
| Missing (%) | 6.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31605606 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 118 |
| Zeros (%) | 35.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.16666667 |
| Q3 | 0.58571429 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.58571429 |
Descriptive statistics
| Standard deviation | 0.35510523 |
|---|---|
| Coefficient of variation (CV) | 1.1235514 |
| Kurtosis | -0.95286937 |
| Mean | 0.31605606 |
| Median Absolute Deviation (MAD) | 0.16666667 |
| Skewness | 0.74092614 |
| Sum | 98.293436 |
| Variance | 0.12609972 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 118 | |
| 1 | 20 | 6.0% |
| 0.0625 | 18 | 5.4% |
| 0.125 | 14 | 4.2% |
| 0.9375 | 13 | 3.9% |
| 0.875 | 13 | 3.9% |
| 0.1875 | 12 | 3.6% |
| 0.5625 | 10 | 3.0% |
| 0.25 | 9 | 2.7% |
| 0.5 | 9 | 2.7% |
| Other values (27) | 75 | |
| (Missing) | 20 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 118 | |
| 0.0625 | 18 | 5.4% |
| 0.06666666667 | 1 | 0.3% |
| 0.07692307692 | 1 | 0.3% |
| 0.09090909091 | 1 | 0.3% |
| 0.1111111111 | 2 | 0.6% |
| 0.125 | 14 | 4.2% |
| 0.1666666667 | 1 | 0.3% |
| 0.1875 | 12 | 3.6% |
| 0.2 | 4 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 20 | |
| 0.9375 | 13 | |
| 0.9333333333 | 2 | 0.6% |
| 0.875 | 13 | |
| 0.8666666667 | 1 | 0.3% |
| 0.8125 | 5 | 1.5% |
| 0.75 | 4 | 1.2% |
| 0.7142857143 | 1 | 0.3% |
| 0.6875 | 7 | 2.1% |
| 0.6666666667 | 3 | 0.9% |
prior_insutruction_reporting_frequency_scaled_by_max
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81797583 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 20 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.8125 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1875 |
Descriptive statistics
| Standard deviation | 0.33008226 |
|---|---|
| Coefficient of variation (CV) | 0.40353547 |
| Kurtosis | 0.77811678 |
| Mean | 0.81797583 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.5466829 |
| Sum | 270.75 |
| Variance | 0.1089543 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 1 | 229 | |
| 0 | 20 | 6.0% |
| 0.9375 | 17 | 5.1% |
| 0.1875 | 12 | 3.6% |
| 0.4375 | 6 | 1.8% |
| 0.5 | 6 | 1.8% |
| 0.5625 | 5 | 1.5% |
| 0.3125 | 5 | 1.5% |
| 0.25 | 5 | 1.5% |
| 0.0625 | 5 | 1.5% |
| Other values (7) | 21 | 6.3% |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 0.0625 | 5 | 1.5% |
| 0.125 | 3 | 0.9% |
| 0.1875 | 12 | |
| 0.25 | 5 | 1.5% |
| 0.3125 | 5 | 1.5% |
| 0.375 | 4 | 1.2% |
| 0.4375 | 6 | 1.8% |
| 0.5 | 6 | 1.8% |
| 0.5625 | 5 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 229 | |
| 0.9375 | 17 | 5.1% |
| 0.875 | 1 | 0.3% |
| 0.8125 | 2 | 0.6% |
| 0.75 | 4 | 1.2% |
| 0.6875 | 4 | 1.2% |
| 0.625 | 3 | 0.9% |
| 0.5625 | 5 | 1.5% |
| 0.5 | 6 | 1.8% |
| 0.4375 | 6 | 1.8% |
exam_points
Real number (ℝ)
ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.770393 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 4 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 11 |
| Q3 | 12 |
| 95-th percentile | 14 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.6937356 |
|---|---|
| Coefficient of variation (CV) | 0.25010561 |
| Kurtosis | 3.6281119 |
| Mean | 10.770393 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.6069377 |
| Sum | 3565 |
| Variance | 7.2562117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 72 | |
| 11 | 65 | |
| 13 | 52 | |
| 10 | 35 | |
| 9 | 26 | 7.9% |
| 14 | 24 | 7.3% |
| 8 | 18 | 5.4% |
| 7 | 12 | 3.6% |
| 6 | 8 | 2.4% |
| 15 | 6 | 1.8% |
| Other values (6) | 13 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | 1.2% |
| 1 | 3 | 0.9% |
| 2 | 1 | 0.3% |
| 3 | 2 | 0.6% |
| 4 | 2 | 0.6% |
| 5 | 1 | 0.3% |
| 6 | 8 | 2.4% |
| 7 | 12 | |
| 8 | 18 | |
| 9 | 26 |
| Value | Count | Frequency (%) |
| 15 | 6 | 1.8% |
| 14 | 24 | 7.3% |
| 13 | 52 | |
| 12 | 72 | |
| 11 | 65 | |
| 10 | 35 | |
| 9 | 26 | 7.9% |
| 8 | 18 | 5.4% |
| 7 | 12 | 3.6% |
| 6 | 8 | 2.4% |
exam_questions_attempted
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.65861 |
| Minimum | 1 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 16 |
| median | 16 |
| Q3 | 16 |
| 95-th percentile | 16 |
| Maximum | 32 |
| Range | 31 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.2646312 |
|---|---|
| Coefficient of variation (CV) | 0.1446253 |
| Kurtosis | 28.552395 |
| Mean | 15.65861 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.132256 |
| Sum | 5183 |
| Variance | 5.1285544 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 317 | |
| 5 | 3 | 0.9% |
| 4 | 2 | 0.6% |
| 6 | 1 | 0.3% |
| 32 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 15 | 1 | 0.3% |
| 1 | 1 | 0.3% |
| 2 | 1 | 0.3% |
| 3 | 1 | 0.3% |
| Other values (2) | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.3% |
| 2 | 1 | 0.3% |
| 3 | 1 | 0.3% |
| 4 | 2 | |
| 5 | 3 | |
| 6 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 15 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.3% |
| 16 | 317 | |
| 15 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 5 | 3 | 0.9% |
| 4 | 2 | 0.6% |
| 3 | 1 | 0.3% |
unique_practice_questions_answered
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 65 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.072508 |
| Minimum | 2 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 86.5 |
| median | 96 |
| Q3 | 98 |
| 95-th percentile | 98 |
| Maximum | 98 |
| Range | 96 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 26.781397 |
|---|---|
| Coefficient of variation (CV) | 0.3223858 |
| Kurtosis | 1.5586393 |
| Mean | 83.072508 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.7304919 |
| Sum | 27497 |
| Variance | 717.24321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 136 | |
| 96 | 91 | |
| 95 | 10 | 3.0% |
| 6 | 4 | 1.2% |
| 94 | 3 | 0.9% |
| 15 | 3 | 0.9% |
| 61 | 3 | 0.9% |
| 25 | 2 | 0.6% |
| 43 | 2 | 0.6% |
| 50 | 2 | 0.6% |
| Other values (55) | 75 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 5 | 1 | 0.3% |
| 6 | 4 | |
| 7 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 11 | 1 | 0.3% |
| 12 | 1 | 0.3% |
| 15 | 3 |
| Value | Count | Frequency (%) |
| 98 | 136 | |
| 97 | 2 | 0.6% |
| 96 | 91 | |
| 95 | 10 | 3.0% |
| 94 | 3 | 0.9% |
| 90 | 2 | 0.6% |
| 89 | 1 | 0.3% |
| 88 | 2 | 0.6% |
| 87 | 1 | 0.3% |
| 86 | 1 | 0.3% |
unique_practice_questions_answered_scaled_by_max
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 65 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84767865 |
| Minimum | 0.020408163 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0.020408163 |
|---|---|
| 5-th percentile | 0.19387755 |
| Q1 | 0.88265306 |
| median | 0.97959184 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.97959184 |
| Interquartile range (IQR) | 0.11734694 |
Descriptive statistics
| Standard deviation | 0.27327956 |
|---|---|
| Coefficient of variation (CV) | 0.3223858 |
| Kurtosis | 1.5586393 |
| Mean | 0.84767865 |
| Median Absolute Deviation (MAD) | 0.020408163 |
| Skewness | -1.7304919 |
| Sum | 280.58163 |
| Variance | 0.074681717 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 136 | |
| 0.9795918367 | 91 | |
| 0.9693877551 | 10 | 3.0% |
| 0.0612244898 | 4 | 1.2% |
| 0.9591836735 | 3 | 0.9% |
| 0.1530612245 | 3 | 0.9% |
| 0.6224489796 | 3 | 0.9% |
| 0.2551020408 | 2 | 0.6% |
| 0.4387755102 | 2 | 0.6% |
| 0.5102040816 | 2 | 0.6% |
| Other values (55) | 75 |
| Value | Count | Frequency (%) |
| 0.02040816327 | 1 | 0.3% |
| 0.04081632653 | 1 | 0.3% |
| 0.05102040816 | 1 | 0.3% |
| 0.0612244898 | 4 | |
| 0.07142857143 | 1 | 0.3% |
| 0.09183673469 | 1 | 0.3% |
| 0.1020408163 | 1 | 0.3% |
| 0.112244898 | 1 | 0.3% |
| 0.1224489796 | 1 | 0.3% |
| 0.1530612245 | 3 |
| Value | Count | Frequency (%) |
| 1 | 136 | |
| 0.9897959184 | 2 | 0.6% |
| 0.9795918367 | 91 | |
| 0.9693877551 | 10 | 3.0% |
| 0.9591836735 | 3 | 0.9% |
| 0.9183673469 | 2 | 0.6% |
| 0.9081632653 | 1 | 0.3% |
| 0.8979591837 | 2 | 0.6% |
| 0.887755102 | 1 | 0.3% |
| 0.8775510204 | 1 | 0.3% |
| exam_points | exam_questions_attempted | prior_insutruction_reporting_frequency | prior_insutruction_reporting_frequency_scaled_by_max | proportion_of_prior_insutrction | unique_practice_questions_answered | unique_practice_questions_answered_scaled_by_max | user_id | |
|---|---|---|---|---|---|---|---|---|
| exam_points | 1.000 | 0.311 | 0.327 | 0.327 | 0.097 | 0.197 | 0.197 | -0.014 |
| exam_questions_attempted | 0.311 | 1.000 | 0.299 | 0.299 | -0.005 | 0.251 | 0.251 | 0.003 |
| prior_insutruction_reporting_frequency | 0.327 | 0.299 | 1.000 | 1.000 | 0.023 | 0.841 | 0.841 | -0.020 |
| prior_insutruction_reporting_frequency_scaled_by_max | 0.327 | 0.299 | 1.000 | 1.000 | 0.023 | 0.841 | 0.841 | -0.020 |
| proportion_of_prior_insutrction | 0.097 | -0.005 | 0.023 | 0.023 | 1.000 | 0.058 | 0.058 | 0.183 |
| unique_practice_questions_answered | 0.197 | 0.251 | 0.841 | 0.841 | 0.058 | 1.000 | 1.000 | 0.047 |
| unique_practice_questions_answered_scaled_by_max | 0.197 | 0.251 | 0.841 | 0.841 | 0.058 | 1.000 | 1.000 | 0.047 |
| user_id | -0.014 | 0.003 | -0.020 | -0.020 | 0.183 | 0.047 | 0.047 | 1.000 |
| user_id | prior_insutruction_reporting_frequency | proportion_of_prior_insutrction | prior_insutruction_reporting_frequency_scaled_by_max | exam_points | exam_questions_attempted | unique_practice_questions_answered | unique_practice_questions_answered_scaled_by_max | |
|---|---|---|---|---|---|---|---|---|
| 0 | 42930 | 16 | 0.3125 | 1.0 | 13 | 16 | 98 | 1.000000 |
| 1 | 61610 | 16 | 1.0000 | 1.0 | 9 | 16 | 98 | 1.000000 |
| 2 | 61835 | 16 | 0.0625 | 1.0 | 12 | 16 | 98 | 1.000000 |
| 3 | 49694 | 16 | 0.4375 | 1.0 | 12 | 16 | 96 | 0.979592 |
| 4 | 61693 | 16 | 0.6250 | 1.0 | 12 | 16 | 96 | 0.979592 |
| 5 | 257 | 16 | 1.0000 | 1.0 | 14 | 16 | 98 | 1.000000 |
| 6 | 25581 | 16 | 0.2500 | 1.0 | 8 | 16 | 98 | 1.000000 |
| 7 | 61659 | 16 | 0.0625 | 1.0 | 10 | 16 | 98 | 1.000000 |
| 8 | 61650 | 16 | 0.5000 | 1.0 | 12 | 16 | 96 | 0.979592 |
| 9 | 50259 | 16 | 0.0000 | 1.0 | 13 | 16 | 98 | 1.000000 |
| user_id | prior_insutruction_reporting_frequency | proportion_of_prior_insutrction | prior_insutruction_reporting_frequency_scaled_by_max | exam_points | exam_questions_attempted | unique_practice_questions_answered | unique_practice_questions_answered_scaled_by_max | |
|---|---|---|---|---|---|---|---|---|
| 321 | 34103 | 0 | NaN | 0.0 | 6 | 16 | 6 | 0.061224 |
| 322 | 40206 | 0 | NaN | 0.0 | 8 | 16 | 36 | 0.367347 |
| 323 | 39685 | 0 | NaN | 0.0 | 12 | 16 | 15 | 0.153061 |
| 324 | 12476 | 0 | NaN | 0.0 | 1 | 3 | 6 | 0.061224 |
| 325 | 27213 | 0 | NaN | 0.0 | 4 | 7 | 9 | 0.091837 |
| 326 | 27876 | 0 | NaN | 0.0 | 8 | 16 | 7 | 0.071429 |
| 327 | 26656 | 0 | NaN | 0.0 | 11 | 12 | 11 | 0.112245 |
| 328 | 48310 | 0 | NaN | 0.0 | 11 | 16 | 37 | 0.377551 |
| 329 | 48418 | 0 | NaN | 0.0 | 8 | 16 | 25 | 0.255102 |
| 330 | 53946 | 0 | NaN | 0.0 | 13 | 16 | 6 | 0.061224 |